wehub-resource-sync
104 lines
4.2 KiB
Python
104 lines
4.2 KiB
Python
# Copyright (c) 2022 PaddlePaddle Authors. All Rights Reserved.
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License
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import unittest
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from paddle.distributed.auto_parallel.static.process_mesh_v2 import (
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ProcessMesh,
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compute_compatible_process_mesh,
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merge_process_mesh,
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)
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class TestProcessMesh(unittest.TestCase):
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def test_process_mesh(self):
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mesh = [[0, 1, 2], [3, 4, 5]]
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mesh2 = [[0, 1], [2, 3]]
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process_mesh = ProcessMesh(mesh, dim_names=["x", "y"])
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process_mesh2 = ProcessMesh(mesh2)
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self.assertEqual(process_mesh.shape, [2, 3])
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self.assertEqual(process_mesh.process_ids, [0, 1, 2, 3, 4, 5])
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self.assertEqual(process_mesh.dim_names, ["x", "y"])
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self.assertEqual(process_mesh.size, 6)
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self.assertEqual(process_mesh.ndim, 2)
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self.assertEqual(process_mesh.dim_size(0), 2)
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self.assertEqual(process_mesh.dim_size(-1), 3)
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self.assertEqual(process_mesh.dim_size("x"), 2)
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self.assertEqual(process_mesh.dim_size("y"), 3)
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self.assertEqual(process_mesh.empty(), False)
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self.assertEqual(process_mesh.contains(0), True)
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self.assertEqual(process_mesh.contains(6), False)
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self.assertEqual(process_mesh, process_mesh)
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self.assertNotEqual(process_mesh, process_mesh2)
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self.assertEqual(str(process_mesh), str(process_mesh))
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def test_compute_compatible_process_mesh(self):
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process_mesh1 = ProcessMesh(
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[[0, 1, 2], [3, 4, 5]], dim_names=["x", "y"]
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)
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compatible_process_mesh = compute_compatible_process_mesh(
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[process_mesh1, None]
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)
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self.assertEqual(compatible_process_mesh, process_mesh1)
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compatible_process_mesh = compute_compatible_process_mesh(
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[None, process_mesh1]
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)
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self.assertEqual(compatible_process_mesh, process_mesh1)
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process_mesh2 = ProcessMesh([[0, 1, 2], [3, 4, 5]])
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compatible_process_mesh = compute_compatible_process_mesh(
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[process_mesh1, process_mesh2]
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)
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self.assertEqual(compatible_process_mesh, process_mesh1)
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self.assertEqual(compatible_process_mesh, process_mesh2)
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process_mesh2 = ProcessMesh([[0, 1, 2, 3, 4, 5]])
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compatible_process_mesh = compute_compatible_process_mesh(
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[process_mesh1, process_mesh2]
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)
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self.assertEqual(compatible_process_mesh, process_mesh1)
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process_mesh2 = ProcessMesh([[0, 1, 2]])
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compatible_process_mesh = compute_compatible_process_mesh(
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[process_mesh1, process_mesh2]
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)
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self.assertEqual(compatible_process_mesh, process_mesh1)
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def test_merge_process_mesh(self):
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process_mesh1 = ProcessMesh(
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[[0, 1, 2], [3, 4, 5]], dim_names=["x", "y"]
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)
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merged_process_mesh = merge_process_mesh([process_mesh1, None])
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self.assertEqual(merged_process_mesh, ProcessMesh([0, 1, 2, 3, 4, 5]))
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merged_process_mesh = merge_process_mesh([None, process_mesh1])
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self.assertEqual(merged_process_mesh, ProcessMesh([0, 1, 2, 3, 4, 5]))
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process_mesh2 = ProcessMesh([[0, 1, 2], [3, 4, 5]])
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merged_process_mesh = merge_process_mesh([process_mesh1, process_mesh2])
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self.assertEqual(merged_process_mesh, ProcessMesh([0, 1, 2, 3, 4, 5]))
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process_mesh2 = ProcessMesh([[0, 1, 2]])
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merged_process_mesh = merge_process_mesh([process_mesh1, process_mesh2])
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self.assertEqual(merged_process_mesh, ProcessMesh([0, 1, 2, 3, 4, 5]))
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process_mesh2 = ProcessMesh([[6, 7]])
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merged_process_mesh = merge_process_mesh([process_mesh1, process_mesh2])
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self.assertEqual(
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merged_process_mesh, ProcessMesh([0, 1, 2, 3, 4, 5, 6, 7])
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)
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if __name__ == "__main__":
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unittest.main()
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